UDI int64 | Type string | Air temperature float64 | Process temperature float64 | Rotational speed int64 | Torque float64 | Tool wear int64 | Failure int64 |
|---|---|---|---|---|---|---|---|
null | 1 | 297.6 | 322.62963 | 1,595 | 34.3 | 41 | null |
null | 2 | 301 | 334.481482 | 1,530 | 43.9 | 165 | null |
null | 1 | 298.6 | 327.444444 | 1,472 | 39.1 | 14 | null |
null | 1 | 298.8 | 324.111111 | 1,635 | 35.2 | 47 | null |
null | 1 | 301.7 | 331.148148 | 1,303 | 59.7 | 42 | null |
null | 1 | 297.4 | 323.740741 | 1,276 | 53.6 | 103 | null |
null | 1 | 300.4 | 327.074074 | 1,711 | 29.2 | 215 | null |
null | 1 | 300.4 | 330.777778 | 1,818 | 25.1 | 14 | null |
null | 1 | 299 | 329.666667 | 1,682 | 28.8 | 49 | null |
null | 1 | 300.6 | 337.444444 | 1,532 | 37.2 | 54 | null |
null | 2 | 301.6 | 331.518519 | 1,421 | 44.4 | 94 | null |
null | 1 | 298.9 | 324.111111 | 1,729 | 26.6 | 73 | null |
null | 1 | 298.8 | 323 | 1,737 | 27.7 | 130 | null |
null | 2 | 302 | 333.37037 | 1,400 | 49.5 | 20 | null |
null | 2 | 298.8 | 330.037037 | 1,573 | 41.8 | 91 | null |
null | 1 | 301 | 332.259259 | 1,679 | 29.8 | 64 | null |
null | 2 | 303.6 | 337.444444 | 1,698 | 31.3 | 100 | null |
null | 1 | 303.4 | 335.592593 | 1,564 | 35.9 | 171 | null |
null | 1 | 302.2 | 335.222222 | 1,471 | 45.6 | 140 | null |
null | 2 | 298.7 | 328.185185 | 1,528 | 36.7 | 197 | null |
null | 1 | 302 | 331.148148 | 1,325 | 55.3 | 192 | null |
null | 1 | 297.7 | 325.592593 | 1,435 | 38.8 | 165 | null |
null | 0 | 299.5 | 331.888889 | 1,600 | 32.4 | 67 | null |
null | 1 | 302 | 330.037037 | 1,648 | 29.6 | 157 | null |
null | 0 | 297.5 | 327.074074 | 1,668 | 27.9 | 240 | null |
null | 2 | 297.2 | 323.37037 | 1,364 | 54 | 43 | null |
null | 0 | 300 | 326.703704 | 1,498 | 38.5 | 37 | null |
null | 1 | 300.2 | 326.703704 | 1,558 | 38.3 | 51 | null |
null | 1 | 302.4 | 333.37037 | 1,448 | 50.5 | 53 | null |
null | 1 | 302.4 | 335.592593 | 1,673 | 30.1 | 210 | null |
null | 1 | 299.8 | 326.703704 | 1,475 | 43.4 | 51 | null |
null | 1 | 299.3 | 324.481482 | 1,550 | 45.8 | 170 | null |
null | 1 | 300.6 | 330.407407 | 1,401 | 42.6 | 114 | null |
null | 1 | 299.8 | 325.592593 | 1,612 | 35.4 | 205 | null |
null | 1 | 298.3 | 325.592593 | 1,403 | 45.1 | 138 | null |
null | 1 | 297.2 | 321.888889 | 1,712 | 30.9 | 204 | null |
null | 2 | 300 | 327.444444 | 1,477 | 38.1 | 13 | null |
null | 1 | 303.9 | 340.037037 | 1,626 | 31.4 | 209 | null |
null | 1 | 301.3 | 333.37037 | 1,457 | 44.5 | 14 | null |
null | 0 | 298.4 | 321.148148 | 1,700 | 28.2 | 120 | null |
null | 1 | 298 | 321.888889 | 1,454 | 37.1 | 35 | null |
null | 1 | 304.4 | 342.62963 | 1,607 | 33.5 | 5 | null |
null | 1 | 299.2 | 331.518519 | 1,540 | 36.3 | 175 | null |
null | 1 | 302.5 | 334.481482 | 1,802 | 26.4 | 192 | null |
null | 1 | 296.7 | 320.777778 | 1,646 | 34.6 | 238 | null |
null | 1 | 299.8 | 327.814815 | 1,429 | 42.6 | 127 | null |
null | 1 | 298.6 | 328.185185 | 1,637 | 34.6 | 207 | null |
null | 1 | 301.2 | 328.555556 | 1,984 | 19.7 | 169 | null |
null | 1 | 301.6 | 328.555556 | 1,397 | 43.7 | 102 | null |
null | 1 | 302.1 | 329.296296 | 1,447 | 46.6 | 169 | null |
null | 1 | 297.8 | 323 | 1,714 | 33.2 | 177 | null |
null | 2 | 300.5 | 335.962963 | 1,875 | 22.1 | 100 | null |
null | 2 | 297.7 | 318.925926 | 1,365 | 49.2 | 36 | null |
null | 0 | 298.8 | 323.740741 | 1,524 | 37.7 | 170 | null |
null | 1 | 298.9 | 328.185185 | 1,616 | 36.5 | 110 | null |
null | 0 | 299.7 | 331.888889 | 1,418 | 46.6 | 197 | null |
null | 0 | 296.9 | 320.407407 | 1,656 | 30.8 | 181 | null |
null | 1 | 298.7 | 327.814815 | 1,547 | 37.4 | 0 | null |
null | 2 | 299.9 | 330.407407 | 1,367 | 53.3 | 201 | null |
null | 1 | 296.9 | 320.777778 | 1,425 | 49.1 | 163 | null |
null | 2 | 298.8 | 324.481482 | 1,441 | 40.5 | 63 | null |
null | 2 | 302.2 | 335.222222 | 1,576 | 34 | 28 | null |
null | 1 | 298.8 | 328.555556 | 1,320 | 47.4 | 210 | null |
null | 0 | 298.1 | 321.518519 | 1,570 | 35.3 | 159 | null |
null | 2 | 303.8 | 340.777778 | 1,732 | 29.6 | 147 | null |
null | 1 | 297.2 | 321.888889 | 1,446 | 38.5 | 164 | null |
null | 1 | 300.2 | 328.185185 | 1,401 | 49.3 | 163 | null |
null | 1 | 298.2 | 322.259259 | 1,407 | 47.1 | 153 | null |
null | 0 | 296.9 | 320.777778 | 1,549 | 35.8 | 206 | null |
null | 1 | 300.9 | 331.148148 | 1,538 | 36.7 | 3 | null |
null | 2 | 297.4 | 323.740741 | 1,528 | 29.1 | 163 | null |
null | 1 | 298.8 | 327.814815 | 1,751 | 29.6 | 160 | null |
null | 2 | 300 | 334.111111 | 1,466 | 39 | 125 | null |
null | 2 | 300.8 | 331.148148 | 1,505 | 36.2 | 0 | null |
null | 1 | 297.5 | 323.740741 | 1,585 | 37.6 | 2 | null |
null | 1 | 297.5 | 324.481482 | 1,587 | 34.9 | 166 | null |
null | 2 | 298.1 | 320.037037 | 1,764 | 27.7 | 23 | null |
null | 1 | 303.2 | 334.481482 | 1,507 | 39.2 | 225 | null |
null | 2 | 301.6 | 331.888889 | 1,290 | 65.3 | 63 | null |
null | 2 | 302.2 | 334.481482 | 1,863 | 25.7 | 85 | null |
null | 2 | 297.9 | 319.296296 | 1,403 | 52.8 | 0 | null |
null | 2 | 298.3 | 324.111111 | 1,667 | 28.6 | 18 | null |
null | 2 | 301.1 | 333.37037 | 1,407 | 53 | 165 | null |
null | 0 | 301.1 | 328.925926 | 1,470 | 40.1 | 23 | null |
null | 2 | 302.1 | 331.148148 | 1,517 | 38.9 | 2 | null |
null | 1 | 297.3 | 324.111111 | 1,352 | 53.8 | 91 | null |
null | 1 | 300.8 | 332.259259 | 1,311 | 55.8 | 118 | null |
null | 2 | 297.7 | 327.814815 | 1,680 | 30.2 | 168 | null |
null | 2 | 297.5 | 323.37037 | 1,612 | 30 | 163 | null |
null | 1 | 298.1 | 320.407407 | 1,388 | 40.3 | 109 | null |
null | 1 | 298.4 | 327.814815 | 1,581 | 34.6 | 150 | null |
null | 1 | 303.6 | 337.814815 | 1,388 | 41.9 | 221 | null |
null | 1 | 297.9 | 321.518519 | 1,490 | 46.2 | 6 | null |
null | 1 | 300.7 | 335.222222 | 1,499 | 38.4 | 205 | null |
null | 1 | 299.6 | 333 | 1,679 | 30.7 | 129 | null |
null | 2 | 300.3 | 327.074074 | 1,320 | 62.2 | 142 | null |
null | 1 | 302.9 | 337.814815 | 1,383 | 51.4 | 160 | null |
null | 1 | 301.9 | 332.259259 | 1,567 | 39 | 214 | null |
null | 1 | 297.2 | 323.37037 | 1,447 | 47.9 | 188 | null |
null | 0 | 297 | 321.148148 | 1,846 | 27.3 | 179 | null |
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